https://blog.frank-zhang.com/tags/single-source-of-truth/Recent content in Single Source of Truth on Frank Zhang | AI & IHugo -- gohugo.ioen-us© 2026 Frank ZhangFri, 21 Aug 2026 00:00:00 +0000https://blog.frank-zhang.com/investment/v7-1-9-unified-terminal-research-infra/Fri, 21 Aug 2026 00:00:00 +0000https://blog.frank-zhang.com/investment/v7-1-9-unified-terminal-research-infra/<h1 class="relative group">🏛️ Core Pillar V: Unified Action Terminal &amp; Research Infra: Building the Single Source of Truth for V7.2 <div id="-core-pillar-v-unified-action-terminal--research-infra-building-the-single-source-of-truth-for-v72" class="anchor"></div> <span class="absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none"> <a class="text-primary-300 dark:text-neutral-700 !no-underline" href="#-core-pillar-v-unified-action-terminal--research-infra-building-the-single-source-of-truth-for-v72" aria-label="Anchor">#</a> </span> </h1> <blockquote><p><strong>Release Version</strong>: v7.1.7 - v7.1.9<br> <strong>Core Components</strong>: <code>templates/trade.html</code>, <code>dashboard.py</code>, <code>templates/tools.html</code>, <code>data/research_cache.json</code><br> <strong>Tags</strong>: <code>Unified Terminal</code> · <code>Single Source of Truth</code> · <code>Research Cache</code> · <code>yfinance BULK Prefetching</code></p> </blockquote><hr> <h2 class="relative group">📖 Introduction: Resolving Heterogeneous Information &amp; Eliminating Decision Conflicts <div id="-introduction-resolving-heterogeneous-information--eliminating-decision-conflicts" class="anchor"></div> <span class="absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none"> <a class="text-primary-300 dark:text-neutral-700 !no-underline" href="#-introduction-resolving-heterogeneous-information--eliminating-decision-conflicts" aria-label="Anchor">#</a> </span> </h2> <p>In complex multi-engine quantitative trading systems, a frequent friction point is <strong>cross-view decision inconsistency</strong>: the daily scanner outputs <code>ADD</code>, the rebalance filter tags <code>HOLD</code>, while the 1H tactical timeframe signals <code>WATCH</code>. Tiny discrepancies across UI panels increase cognitive load and trigger trading hesitation.</p>